Efficient model-free control of chiller plants via cluster-based deep reinforcement learning

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Reinforcement Learning: An Introduction

Jeffrey D. Johnson, Jinghong Li, Zengshi Chen · Neurocomputing · 2000 · 8.7K citations

Computing, Behavioral Sciences, Computer Science +12

The global k-means clustering algorithm

Aristidis Likas, Nikos Vlassis, Jakob Verbeek · Pattern Recognition · 2002 · 3.7K citations · Full text

Computing, Computer Science, Algorithms +9

Ten questions concerning model predictive control for energy efficient buildings

Michaela Killian, Martin Kozek · Building and Environment · 2016 · 419 citations

Architecture, Architectural Engineering, Building Science +14

State of the art review on model predictive control (MPC) in Heating Ventilation and Air-conditioning (HVAC) field

Ye Yao, Divyanshu Kumar Shekhar · Building and Environment · 2021 · 414 citations

Architecture, Building Science, Mechanical Engineering +14